Assessing the significance of tourism and climate on residential water demand: Panel-data analysis and non-linear modelling of monthly water consumptions. (May 2018)
- Record Type:
- Journal Article
- Title:
- Assessing the significance of tourism and climate on residential water demand: Panel-data analysis and non-linear modelling of monthly water consumptions. (May 2018)
- Main Title:
- Assessing the significance of tourism and climate on residential water demand: Panel-data analysis and non-linear modelling of monthly water consumptions
- Authors:
- Toth, Elena
Bragalli, Cristiana
Neri, Mattia - Abstract:
- Abstract: The concentration in time and space of tourists and of specific water-demanding touristic activities can add considerable pressure on available water supplies in coastal regions. The impact of tourism has not been adequately addressed in the water demand literature, especially at sub-annual scale: the present study includes the role of tourism on the monthly water demand in a set of Mediterranean coastal municipalities in a panel data framework. The influence of both climatic and touristic drivers on the water demand is investigated through a correlation analysis, thus deconstructing the seasonal variability of the consumption, and the development of both linear and non-linear models. The results demonstrate the improvement allowed by non-linear over linear modelling and the value of the information embedded in both climatic (in particular temperature daily maxima and minima and number of rainy days) and touristic determinants as drivers for the water demand at sub-annual scale. Highlights: Tourism industry may substantially influence the water demand in many cities. Need to consider the impact of both climate and tourism on subannual water demand. Novelty: use of data on tourists' presence as drivers for water demand models. Panel-data modelling (monthly demand for a set of seaside touristic cities). Input saliency analysis and linear and non-linear models are implemented.
- Is Part Of:
- Environmental modelling & software. Volume 103(2018)
- Journal:
- Environmental modelling & software
- Issue:
- Volume 103(2018)
- Issue Display:
- Volume 103, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 103
- Issue:
- 2018
- Issue Sort Value:
- 2018-0103-2018-0000
- Page Start:
- 52
- Page End:
- 61
- Publication Date:
- 2018-05
- Subjects:
- Water demand modelling -- Residential water uses -- Tourism -- Climate -- Correlation analysis -- Panel-data
Environmental monitoring -- Computer programs -- Periodicals
Ecology -- Computer simulation -- Periodicals
Digital computer simulation -- Periodicals
Computer software -- Periodicals
Environmental Monitoring -- Periodicals
Computer Simulation -- Periodicals
Environnement -- Surveillance -- Logiciels -- Périodiques
Écologie -- Simulation, Méthodes de -- Périodiques
Simulation par ordinateur -- Périodiques
Logiciels -- Périodiques
Computer software
Digital computer simulation
Ecology -- Computer simulation
Environmental monitoring -- Computer programs
Periodicals
Electronic journals
363.70015118 - Journal URLs:
- http://www.sciencedirect.com/science/journal/13648152 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.envsoft.2018.01.011 ↗
- Languages:
- English
- ISSNs:
- 1364-8152
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3791.522800
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British Library HMNTS - ELD Digital store - Ingest File:
- 20886.xml